Steven Gutstein

According to our database, Steven Gutstein authored at least 11 papers between 2008 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Does Optimal Source Task Performance Imply Optimal Pre-training for a Target Task?

Steven Gutstein, Brent Lance, Sanjay Shakkottai

CoRR, 2021

2019

Pareto Optimal Streaming Unsupervised Classification.

Soumya Basu, Steven Gutstein, Brent Lance, Sanjay Shakkottai

Proceedings of the 36th International Conference on Machine Learning, 2019

2017

The effects of output codes on transfer learning in a deep convolutional neural net.

Steven Gutstein, Ethan Stump

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

On the Impacts of Noise from Group-Based Label Collection for Visual Classification.

Maggie B. Wigness, Steven Gutstein

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2015

Reduction of catastrophic forgetting with transfer learning and ternary output codes.

Steven Gutstein, Ethan Stump

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2011

Latent learning - What your net also learned.

Steven Gutstein, Olac Fuentes, Eric Freudenthal

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Work in progress - The Rod-Spring approximation: An intuitive approach to the best-fit least-squares linear approximation.

Steven Gutstein, Eric Freudenthal, Ali Jamal-Kamali, Vladik Kreinovich, David Morgenthaler

Proceedings of the 2011 Frontiers in Education Conference, 2011

2010

Latent learning in deep neural nets.

Steven Gutstein, Olac Fuentes, Eric Freudenthal

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Training to a Neural Net's Inherent Bias.

Steven Gutstein, Olac Fuentes, Eric Freudenthal

Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

2008

Knowledge Transfer in Deep convolutional Neural Nets.

Steven Gutstein, Olac Fuentes, Eric Freudenthal

Int. J. Artif. Intell. Tools, 2008

The Utility of Knowledge Transfer for Noisy Data.

Steven Gutstein, Olac Fuentes, Eric Freudenthal

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008